Analytics Engineering ยท Education + interactive apps Routeless Lab

Building Interactive Learning Games for Data Professionals

Routeless built an analytics engineering education platform that turns technical learning into interactive play. Learners practice data skills through games, guided content and AI-generated story videos.

Analytics Engineering · Evidence last updated October 2026 · Visit the live site

  • Thousands of people have practiced on the platform To October 2026 · Owner-reported
  • 372 clicks from Google Search Search Console, site history through October 2026 (under 12 months) · Google Search Console
  • 65.6K times the site appeared in Google Search results (impressions) Search Console, site history through October 2026 (under 12 months) · Google Search Console
Analytics Engineering website

Why Eric built the learning platform

After years in the analytics engineering industry, Eric wanted a place where data professionals could practice skills instead of only reading tutorials. It also became a way to explore software development as AI-assisted tools emerged.

Games and technical exercises

The platform pairs lessons and hands-on exercises with custom gamified applications. In one experience, learners answer data questions while battling space invaders; in another, they encounter fantasy-themed challenges.

  • A curriculum of 121 lessons
  • 1,598 exercises that run in the browser
  • A context-aware AI tutor
  • Accounts and subscription payments through Stripe
  • An 86-article library written against what the curriculum already teaches

Educational video

Alongside the lessons, the platform uses AI-generated, story-driven videos to introduce technical concepts.

Usage and search visibility

Thousands of people have used the platform to practice. Google Search Console shows 372 clicks and 65.6K impressions over the site's search history through October 2026. This is a product and learning-experience story first, not a claim of large search traffic or course sales.

Building it meant interactive application design, custom stateful game mechanics, education UX, and AI-assisted media production: work that goes well beyond an ordinary business website.

The product in use
Analytics Engineering SQL exercise with a query and its results
A free SQL exercise: write the query, run it against sample tables, then check the answer.
How to read these figures
  • Thousands of people have practiced on the platform. To October 2026. Source: Owner-reported. People who practiced, not necessarily registered or paying users.
  • 372 clicks from Google Search. Search Console, site history through October 2026 (under 12 months). Source: Google Search Console.
  • 65.6K times the site appeared in Google Search results (impressions). Search Console, site history through October 2026 (under 12 months). Source: Google Search Console. Appearances in results, not visits.
The record
Google Search Console performance for Analytics Engineering: 372 clicks and 65,600 impressions
Google Search Console, site history through October 2026 (under 12 months): 372 clicks and 65.6K impressions.
Verified integrations

Connected systems documented by this project.

Behind the work

Built by , founder of Routeless, who previously held data and engineering roles at Nike, Gopuff, Peloton, Hulu, and Disney.

Related research: State of Small Business Websites 2026.

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